Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis.
Taiki MiyagawaPublished in: CoRR (2022)
Keyphrases
- error analysis
- neural network
- motion estimates
- least squares
- error correction
- image sequences
- velocity field
- cross ratio
- optical flow
- motion analysis
- learning rules
- motion parameters
- motion model
- motion estimation
- euclidean reconstruction
- motion segmentation
- human motion
- space time
- cost function
- motion field
- optimal control
- artificial neural networks
- moving objects
- evolution equation
- page segmentation
- machine learning
- dynamical systems
- back propagation
- state space
- markov processes
- humanoid robot
- markov chain
- image velocity